Deep learning tools for the measurement of animal behavior in neuroscience

Citation:

Mathis MW, Mathis A. Deep learning tools for the measurement of animal behavior in neuroscience [Internet]. Current Opinion in Neurobiology 2020;60:1-11.

Abstract:

Recent advances in computer vision have made accurate, fast and robust measurement of animal behavior a reality. In the past years powerful tools specifically designed to aid the measurement of behavior have come to fruition. Here we discuss how capturing the postures of animals — pose estimation - has been rapidly advancing with new deep learning methods. While challenges still remain, we envision that the fast-paced development of new deep learning tools will rapidly change the landscape of realizable real-world neuroscience.

Publisher's Version

Last updated on 02/03/2020